An Introduction to Stochastic Filtering Theory 2025 pdf epub mobi 电子书

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发表于2025-01-10

An Introduction to Stochastic Filtering Theory 2025 pdf epub mobi 电子书

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出版者:Oxford University Press, USA

作者:Jie Xiong

出品人:

页数:224

译者:

出版时间:2008-9-15

价格:USD 99.00

装帧:Hardcover

isbn号码:9780199219704

丛书系列:Oxford Graduate Texts in Mathematics

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An Introduction to Stochastic Filtering Theory 2025 pdf epub mobi 电子书图书描述

Stochastic Filtering Theory uses probability tools to estimate unobservable stochastic processes that arise in many applied fields including communication, target-tracking, and mathematical finance. As a topic, Stochastic Filtering Theory has progressed rapidly in recent years. For example, the (branching) particle system representation of the optimal filter has been extensively studied to seek more effective numerical approximations of the optimal filter; the stability of the filter with "incorrect" initial state, as well as the long-term behavior of the optimal filter, has attracted the attention of many researchers; and although still in its infancy, the study of singular filtering models has yielded exciting results. In this text, Jie Xiong introduces the reader to the basics of Stochastic Filtering Theory before covering these key recent advances. The text is written in a style suitable for graduates in mathematics and engineering with a background in basic probability.

An Introduction to Stochastic Filtering Theory 2025 pdf epub mobi 电子书

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